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Integrative analysis of transcriptomic and metabolomic data via sparse canonical correlation analysis with incorporation of biological information

Integrative analysis of high dimensional omics data is becoming increasingly popular. At the same time, incorporating known functional relationships among variables in analysis of omics data has been shown to help elucidate underlying mechanisms for complex diseases. In this paper our goal is to ass...

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Detalhes bibliográficos
Publicado no:Biometrics
Main Authors: Safo, Sandra E., Li, Shuzhao, Long, Qi
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5677597/
https://ncbi.nlm.nih.gov/pubmed/28482123
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.12715
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